1. Software Development

Reviews Rust API code for Actix-web, Axum, and Rocket, covering async handlers, extractors, middleware, and error responses.

Enforces test-driven development (TDD) workflow with Red-Green-Refactor cycle for Claude Code during code implementation.

Enforces C development standards with build tools (make, CMake) and analysis (gcc, clang, valgrind, cppcheck) for code quality and correctness.

Reviews ORM code for efficiency, lazy/eager loading, transactions, and N+1 issues in frameworks like Prisma and TypeORM.

Tracks and logs agent tool executions with context and error handling for improved debugging and observability in software systems.

Automates code reviews analyzing security vulnerabilities, quality issues, performance bottlenecks, and adherence to best practices.

Provides a Go SDK for programmatic interaction with Gitea API, enabling automation, bot development, and Git operations.

Reviews code against project Architecture Decision Records (ADRs) to identify compliance violations and provide specific fixes during code reviews or refactoring.

Generates standard androidTest directory structure with base test classes and utility methods for Android application testing.

Enables incremental feature development by writing code against idealized interfaces and mocks, preventing analysis paralysis during uncertain implementation phases.

Enforces strict incremental Test-Driven Development by requiring one test at a time, minimal implementation, and iterative refinement to maintain design integrity.

Reviews Android Kotlin code for Jetpack Compose patterns, Coroutines/Flow usage, ViewModel structure, and performance optimization.

Comprehensive AI-powered code review using external models (Codex, Gemini) for security scanning, secret detection, and severity-based findings with deduplication.

Designs and documents RESTful and GraphQL APIs using OpenAPI/Swagger, including authentication, versioning, and best practices.

Analyzes code coverage to identify untested files, prioritize tests, and provide an improvement roadmap for developers.

Reviews Spring Boot and Kotlin backend code for idiomatic Kotlin practices, coroutine integration, and WebFlux patterns.

Command-line interface for managing Gitea repositories, issues, pull requests, and releases.

Ultra-fast code search tool for locating patterns, files, and code snippets significantly faster than grep in development environments.

Performs technical code reviews for Flutter/Dart applications, validating widget best practices, state management patterns, and performance optimization.

Performs comprehensive TypeScript code reviews focusing on type safety, tsconfig settings, and compiler options to ensure robust and maintainable code.

Automates code quality checks by detecting code smells, analyzing complexity, and providing severity-ranked refactoring suggestions.

Reviews Rust code for ownership patterns, lifetimes, error handling, unsafe code, and performance to ensure idiomatic implementation.

Validates database migrations for backwards compatibility, data integrity, rollback safety, and downtime impact.

Guides creation of MCP servers using FastMCP (Python) or MCP SDK (Node/TypeScript) to integrate external APIs for LLM service interactions.